Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-05 0.222773 0.248181 0.276411 0.310310 0.350190 0.395964 0.452985
2025-01-12 0.173560 0.205167 0.243361 0.293700 0.359520 0.444467 0.565542
2025-01-19 0.145455 0.179035 0.222057 0.282725 0.368695 0.490610 0.685664
2025-01-26 0.134550 0.171620 0.221668 0.296812 0.411893 0.591421 0.916709
2025-02-02 0.129576 0.170732 0.229060 0.322046 0.475869 0.740925 1.292634
2025-02-09 0.122866 0.166166 0.230005 0.337012 0.526278 0.883257 1.733750
2025-02-16 0.116194 0.160629 0.228384 0.347042 0.569944 1.027651 2.276814
2025-02-23 0.108508 0.152604 0.221654 0.346927 0.594299 1.140817 2.830692
2025-03-02 0.098580 0.140120 0.206253 0.328938 0.579114 1.159314 3.116971
2025-03-09 0.092039 0.132410 0.197908 0.322590 0.586640 1.235988 3.683483
2025-03-16 0.086619 0.126032 0.191130 0.318150 0.597261 1.325241 4.411383
2025-03-23 0.082620 0.121642 0.187311 0.318852 0.619664 1.457431 5.541113
2025-03-30 0.076478 0.113476 0.176515 0.305019 0.606956 1.487218 6.245379
2025-04-06 0.070768 0.105718 0.165917 0.290551 0.590590 1.502721 6.948653
2025-04-13 0.066164 0.099549 0.157717 0.280152 0.582724 1.546014 8.001970
2025-04-20 0.065155 0.099481 0.160725 0.294173 0.642940 1.872742 12.795403
2025-04-27 0.065406 0.101614 0.168076 0.319125 0.742622 2.453246 26.182357
2025-05-04 0.064394 0.101389 0.170805 0.333912 0.818180 3.018853 52.446361
2025-05-11 0.062921 0.100196 0.171462 0.343817 0.882268 3.615402 113.068203
2025-05-18 0.060611 0.097283 0.168327 0.343703 0.912237 4.051695 226.548670
2025-05-25 0.056898 0.091521 0.158834 0.325942 0.873263 3.969054 270.095484
2025-06-01 0.054452 0.088039 0.153907 0.319673 0.876383 4.219416 509.915217
2025-06-08 0.052337 0.085078 0.149871 0.315288 0.885899 4.545524 1277.470000